The robot has the map of romania with additional

Question

Task 1:

Convert the following facts to predicate and clause using DE Morgan's Theorem

1. Marcus was man.
2. Marcus was Pompeian
3. All Pompeian's were Romans.
4. Caesar was a ruler.
5. All Romans were either loyal to Caesar or hated him.
6. Man try to assassinate rulers they are not loyal to.
7. Marcus try to assassinate Caesar.

Did Marcus hate Caesar? Prove this statement using Propositional Resolution Algorithm.

Task-2:

Animal Types	Characteristics
Mammals	body covered by hair or fur warm-blooded have a backbone produce milk
Reptiles	body covered by scales cold-blooded have a backbone most lay hard shelled eggs on land
Birds	body covered by feathers warm-blooded have a backbone lay eggs

Write-down a turbo Prolog program to represent the given knowledge and run the program to retrieve the following information

a) Find the types of animals having a same characteristic

b) List of all characteristics of a specific type of animal

c) List of all types of animals and their characteristics

Task 3:

What is Machine Learning? Discuss with examples how the given Feed-forward Neural Network can be used for Pattern Recognition.

Task 4:

A robot is located at Arad and his goal is to reach to Bucharest. The robot has the map of Romania with additional information given in the picture. Using A* Intelligent search how the robot will find the optimized solution to reach destination?